A land-use spatial optimization model based on genetic optimization and game theory
A land-use spatial optimization model based on genetic optimization and game theory
复制标题
基于遗传优化和博弈论的土地利用空间优化模型
DOI：
10.1016/j.compenvurbsys.2014.09.002
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发表时间：
2015
影响因子：
6.8
通讯作者：
Liu Dianfeng
中科院分区：
文献类型：
--
作者：
Liu Yaolin;Tang Wei;He Jianhua;Liu Yanfang;Ai Tinghua;Liu Dianfeng
土地利用模式可以被认为是不同土地利用类型之间竞争的结果。如何协调竞争是土地利用空间优化的关键。为了提高现有土地利用空间优化模型对局部土地利用竞争（土地单元竞争）的求解能力，构建了基于遗传算法和博弈论的松散耦合模型。重复执行遗传算法，分别优化各土地利用类型的空间布局。将土地利用现状与优化结果叠加，寻找局部土地利用竞争。本文引入了土地利用竞争带的概念。该模型以竞争区域为基本单元，利用多利益相关者博弈和土地利用规划知识协调地方土地利用竞争。土地利用协调后得到最终解决方案。选取浙江省高桥镇作为研究区域，验证模型的有效性。实验结果表明，该模型在进行土地利用空间优化和协调不同土地利用类型间竞争方面是可行的。
Land-use patterns can be considered as a consequence of competitions between different land-use types. How to coordinate the competitions is the key to land-use spatial optimization. In order to improve the ability of existing land-use spatial optimization models for addressing local land-use competitions (the competitions on land units), a loosely coupled model based on a genetic algorithm (GA) and game theory is constructed. The GA is repeatedly executed to separately optimize the spatial layout of each land-use type. The land-use status quo is overlaid with the optimization results to find local land-use competitions. The concept of land-use competition zones is introduced in this study. Using the competition zones as the basic units, the model utilizes multi-stakeholder games and the knowledge of land-use planning to coordinate the local land-use competitions. The final solution is obtained after the land-use coordination. Gaoqiao Town, Zhejiang Province is selected as the study area to verify the validity of the model. The experimental results confirm that the model is feasible to undertake land-use spatial optimization and to coordinate the competitions between different land-use types.
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DOI：
--
发表时间：
2002
期刊：
Systems Engineering - Theory & Practice
影响因子：
--
作者：
He Jian-kun
通讯作者：
He Jian-kun
DOI：
--
发表时间：
2002
期刊：
--
影响因子：
--
作者：
Cai Yun-long
通讯作者：
Cai Yun-long
影响因子：
3.6
作者：
Aerts, JCJH;Eisinger, E;Stewart, TJ
通讯作者：
Stewart, TJ
影响因子：
6.2
作者：
Chen, Jie
通讯作者：
Chen, Jie
DOI：
10.1080/13658810210138751
发表时间：
2002-09-01
影响因子：
5.7
作者：
Aerts, JCJH;Heuvelink, GBM
通讯作者：
Heuvelink, GBM